Gerhard Widmer

Q: What Schools Are Affiliated With Gerhard Widmer

Gerhard Widmer is affiliated with the following schools: Johannes Kepler University Linz, TU Wien, University of Music and Performing Arts Graz, University of Vienna

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Gerhard Widmer

Computer Science

#5744

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#6063

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Artificial Intelligence

#1869

World Rank

#1901

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Database

#2875

World Rank

#3000

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Computer Science

Gerhard Widmer's Degrees

PhD Computer Science University of Vienna

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Gerhard Widmer's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Works

Learning in the Presence of Concept Drift and Hidden Contexts (1996) (1316)
Learning in the presence of concept drift and hidden contexts (2004) (450)
Incremental Reduced Error Pruning (1994) (444)
Improvements of Audio-Based Music Similarity and Genre Classificaton (2005) (275)
Computational Models of Expressive Music Performance: The State of the Art (2004) (225)
madmom: A New Python Audio and Music Signal Processing Library (2016) (216)
Effective Learning in Dynamic Environments by Explicit Context Tracking (1993) (196)
MATCH: A Music Alignment Tool Chest (2005) (178)
Exploring Music Collections by Browsing Different Views (2004) (176)
Towards Characterisation of Music via Rhythmic Patterns (2004) (152)
Dynamic Playlist Generation Based on Skipping Behavior (2005) (151)
Evaluating Rhythmic descriptors for Musical Genre Classification (2004) (150)
Machine Discoveries: A Few Simple, Robust Local Expression Principles (2002) (140)
CP-JKU SUBMISSIONS FOR DCASE-2016 : A HYBRID APPROACH USING BINAURAL I-VECTORS AND DEEP CONVOLUTIONAL NEURAL NETWORKS (2016) (137)
Prediction of Ordinal Classes Using Regression Trees (2001) (133)
A music search engine built upon audio-based and web-based similarity measures (2007) (127)
Tracking Context Changes through Meta-Learning (1997) (124)
Classification of dance music by periodicity patterns (2003) (123)
Artist Classification with Web-Based Data (2004) (120)
An innovative three-dimensional user interface for exploring music collections enriched (2006) (118)
MAXIMUM FILTER VIBRATO SUPPRESSION FOR ONSET DETECTION Sebastian Böck and Gerhard Widmer Department of Computational Perception (2013) (117)
Playlist Generation using Start and End Songs (2008) (111)
Discovering simple rules in complex data: A meta-learning algorithm and some surprising musical discoveries (2003) (108)
Deep Linear Discriminant Analysis (2015) (106)
Joint Beat and Downbeat Tracking with Recurrent Neural Networks (2016) (103)
On the Potential of Simple Framewise Approaches to Piano Transcription (2016) (101)
In Search of the Horowitz Factor (2003) (100)
Combining audio-based similarity with web-based data to accelerate automatic music playlist generation (2006) (99)
Playing Mozart by Analogy: Learning Multi-level Timing and Dynamics Strategies (2003) (93)
Local and global scaling reduce hubs in space (2012) (90)
On Rhythm and General Music Similarity (2009) (88)
ON THE EVALUATION OF PERCEPTUAL SIMILARITY MEASURES FOR MUSIC (2003) (83)
Automatic Page Turning for Musicians via Real-Time Machine Listening (2008) (82)
Rhythmic Pattern Modeling for Beat and Downbeat Tracking in Musical Audio (2013) (79)
EVALUATION OF FREQUENTLY USED AUDIO FEATURES FOR CLASSIFICATION OF MUSIC INTO PERCEPTUAL CATEGORIES (2005) (77)
Roadmap for Music Information ReSearch (2013) (77)
Automatic identification of music performers with learning ensembles (2005) (75)
Feature Learning for Chord Recognition: The Deep Chroma Extractor (2016) (74)
GENERATING SIMILARITY-BASED PLAYLISTS USING TRAVELING SALESMAN ALGORITHMS (2005) (72)
A fully convolutional deep auditory model for musical chord recognition (2016) (72)
Imposing higher-level Structure in Polyphonic Music Generation using Convolutional Restricted Boltzmann Machines and Constraints (2016) (69)
The Receptive Field as a Regularizer in Deep Convolutional Neural Networks for Acoustic Scene Classification (2019) (68)
Using string kernels to identify famous performers from their playing style (2008) (66)
Relative Unsupervised Discretization for Association Rule Mining (2000) (66)
Using AI and machine learning to study expressive music performance: project survey and first report (2001) (65)
A Multi-model Approach to Beat Tracking Considering Heterogeneous Music Styles (2014) (63)
Accurate Tempo Estimation Based on Recurrent Neural Networks and Resonating Comb Filters (2015) (60)
The Performance Worm: Real Time Visualisation of Expression based on Langner's Tempo-Loudness Animation (2002) (60)
An Efficient State-Space Model for Joint Tempo and Meter Tracking (2015) (56)
Efficient Training of Audio Transformers with Patchout (2021) (55)
A WEB-BASED APPROACH TO ASSESSING ARTIST SIMILARITY USING CO-OCCURRENCES (2005) (52)
Machine Learning: ECML-97 (1997) (51)
YQX Plays Chopin (2009) (50)
Exploring Music Collections in Virtual Landscapes (2007) (50)
Automatic Alignment of Music Performances with Structural Differences (2013) (49)
End-to-end cross-modality retrieval with CCA projections and pairwise ranking loss (2017) (48)
Learning expressive performance: The structure‐level approach (1996) (47)
Multiple Lyrics Alignment: Automatic Retrieval of Song Lyrics (2005) (47)
On the reduction of false positives in singing voice detection (2014) (47)
Adapting to Drift in Continuous Domains (2007) (47)
Sense in expressive music performance: Data acquisition, computational studies, and models (2008) (47)
Assigning and Visualizing Music Genres by Web-based Co-Occurrence Analysis (2006) (47)
Automatic Music Tag Classification Based On Block-Level Features (2010) (47)
AUTOMATIC MUSIC DETECTION IN TELEVISION PRODUCTIONS (2007) (46)
A roadmap for sound and music computing (2007) (45)
Modeling the rational basis of musical expression (1995) (45)
Relational IBL in Music with a New Structural Similarity Measure (2003) (45)
Linear Basis Models for Prediction and Analysis of Musical Expression (2012) (44)
Towards Score Following In Sheet Music Images (2016) (44)
Inducing classification and regression trees in first order logic (2001) (44)
The Magaloff Project: An Interim Report (2010) (43)
Visualizing changes in the structure of data for exploratory feature selection (2003) (43)
A low-latency, real-time-capable singing voice detection method with LSTM recurrent neural networks (2015) (42)
“Reinventing the Wheel”: A Novel Approach to Music Player Interfaces (2007) (42)
A new approach to hierarchical clustering and structuring of data with Self-Organizing Maps (2004) (42)
Learning Flexible Concepts from Streams of Examples: FLORA 2 (1992) (42)
Learning Audio-Sheet Music Correspondences for Cross-Modal Retrieval and Piece Identification (2018) (42)
Automated Motivic Analysis via Melodic Clustering (2000) (41)
A Review of Automatic Drum Transcription (2018) (41)
Hierarchical Organization and Description of Music Collections at the Artist Level (2005) (41)
FRAME LEVEL AUDIO SIMILARITY - A CODEBOOK APPROACH (2008) (40)
SIARCT-CFP: Improving Precision and the Discovery of Inexact Musical Patterns in Point-Set Representations (2013) (40)
Separating voices in MIDI (2006) (40)
In Search of the Horowitz Factor: Interim Report on a Musical Discovery Project (2002) (39)
Feature-combination hybrid recommender systems for automated music playlist continuation (2019) (37)
Combining Robustness and Flexibility in Learning Drifting Concepts (1994) (36)
Exploring the music similarity space on the web (2011) (36)
Learning Audio-Sheet Music Correspondences for Score Identification and Offline Alignment (2017) (36)
Using Mutual Proximity to Improve Content-Based Audio Similarity (2011) (36)
Drum Transcription via Joint Beat and Drum Modeling Using Convolutional Recurrent Neural Networks (2017) (35)
From Rhythm Patterns to Perceived Tempo (2007) (35)
Real Time Tracking and Visualisation of Musical Expression (2002) (34)
Music Performer Recognition Using an Ensemble of Simple Classifiers (2002) (34)
Adapting to Drift in Continuous Domains (Extended Abstract) (1995) (34)
Downbeat Tracking Using Beat Synchronous Features with Recurrent Neural Networks (2016) (33)
I-Vectors for Timbre-Based Music Similarity and Music Artist Classification (2015) (33)
Cross-Modal Music Retrieval and Applications: An Overview of Key Methodologies (2019) (33)
Automatically Adapting the Structure of Audio Similarity Spaces (2006) (33)
Robust Quad-Based Audio Fingerprinting (2016) (33)
SIMAC: semantic interaction with music audio contents (2005) (33)
Recognition and Exploitation of Contextual CLues via Incremental Meta-Learning (1996) (32)
EXPLORING EXPRESSIVE PERFORMANCE TRAJECTORIES: SIX FAMOUS PIANISTS PLAY SIX CHOPIN PIECES (2004) (32)
Towards Full-Pipeline Handwritten OMR with Musical Symbol Detection by U-Nets (2018) (32)
Learning to Listen, Read, and Follow: Score Following as a Reinforcement Learning Game (2018) (32)
A music information system automatically generated via Web content mining techniques (2011) (31)
Large-scale Induction of Expressive Performance Rules: First Quantitative Results (2000) (31)
A Multi-pass Algorithm for Accurate Audio-to-Score Alignment (2010) (31)
Deep Polyphonic ADSR Piano Note Transcription (2019) (30)
HIDDEN MARKOV MODELS FOR SPECTRAL SIMILARITY OF SONGS (2005) (30)
Computational Models of Expressive Music Performance: A Comprehensive and Critical Review (2018) (30)
Local Group Delay Based Vibrato and Tremolo Suppression for Onset Detection (2013) (30)
Bridging the Audio-Symbolic Gap: The Discovery of Repeated Note Content Directly from Polyphonic Music Audio (2014) (29)
Towards Light-Weight, Real-Time-Capable Singing Voice Detection (2013) (29)
Probabilistic Combination of Features for Music Classification (2006) (29)
Discovering and Visualizing Prototypical Artists by Web-Based Co-Occurrence Analysis (2005) (28)
Playing Mozart Phrase by Phrase (2003) (27)
Training general-purpose audio tagging networks with noisy labels and iterative self-verification (2018) (27)
Sound and Music Computing: Research Trends and Some Key Issues (2007) (27)
Mixture Density Generative Adversarial Networks (2018) (26)
ACOUSTIC SCENE CLASSIFICATION WITH FULLY CONVOLUTIONAL NEURAL NETWORKS AND I-VECTORS Technical Report (2018) (26)
Inferring Metrical Structure in Music Using Particle Filters (2015) (26)
Discovering Strong Principles of Expressive Music Performance with the PLCG Rule Learning Strategy (2001) (26)
Fast Identification of Piece and Score Position via Symbolic Fingerprinting (2012) (26)
Evaluating Low-Level Features for Beat Classification and Tracking (2007) (26)
A fast audio similarity retrieval method for millions of music tracks (2012) (26)
End-to-end musical key estimation using a convolutional neural network (2017) (25)
Real-Time Music Tracking Using Multiple Performances as a Reference (2015) (25)
A hybrid approach with multi-channel i-vectors and convolutional neural networks for acoustic scene classification (2017) (25)
Towards Explainable Music Emotion Recognition: The Route via Mid-level Features (2019) (25)
Qualitative Perception Modeling and Intelligent Musical Learning (1992) (25)
The ISMIR Cloud: A Decade of ISMIR Conferences at Your Fingertips (2009) (25)
Artificial Intelligence in the Concertgebouw (2015) (24)
PHENICX: Performances as Highly Enriched aN d Interactive Concert Experiences (2013) (24)
Key-Finding with Interval Profiles (2007) (24)
Online, Loudness-Invariant Vocal Detection in Mixed Music Signals (2018) (24)
Augmenting Text-based Music Retrieval with Audio Similarity: Advantages and Limitations (2009) (24)
An evaluation of linear and non-linear models of expressive dynamics in classical piano and symphonic music (2017) (24)
Novelty Detection Based on Spectral Similarity of Songs (2005) (24)
EXPRESSIVE PERFORMANCE RENDERING: INTRODUCING PERFORMANCE CONTEXT (2009) (23)
A Filter-and-Refine Indexing Method for Fast Similarity Search in Millions of Music Tracks (2009) (23)
Improved Chord Recognition by Combining Duration and Harmonic Language Models (2018) (23)
On the Futility of Learning Complex Frame-Level Language Models for Chord Recognition (2017) (22)
CLASSIFYING SHORT ACOUSTIC SCENES WITH I-VECTORS AND CNNS : CHALLENGES AND OPTIMISATIONS FOR THE 2017 DCASE ASC TASK (2017) (21)
Receptive Field Regularization Techniques for Audio Classification and Tagging With Deep Convolutional Neural Networks (2021) (21)
Genre-Agnostic Key Classification With Convolutional Neural Networks (2018) (21)
Building an Interactive Next-Generation Artist Recommender Based on Automatically Derived High-Level Concepts (2007) (21)
Timbral modeling for music artist recognition using i-vectors (2015) (21)
Hybrid Decision Tree Learners with Alternative Leaf Classifiers: An Empirical Study (2001) (21)
Production of staccato articulation in Mozart sonatas played on a grand piano. : Preliminary results (2000) (20)
Phase-plane Representation and Visualization of Gestural Structure in Expressive Timing (2009) (20)
Relational IBL in classical music (2006) (19)
Understanding and Learning Musical Expression (1993) (19)
Acoustic Cues to Beat Induction: A Machine Learning Perspective (2006) (19)
A Comparison of Human, Automatic and Collaborative Music Genre Classification and User Centric Evaluation of Genre Classification Systems (2010) (19)
Towards Effective 'Any-Time' Music Tracking (2010) (19)
Towards a Computational Model of Melody Identification in Polyphonic Music (2007) (19)
Combining Knowledge-Based and Instance-Based Learning to Exploit Qualitative Knowledge (1993) (19)
A tight integration of deductive and inductive learning (1989) (18)
The "Air Worm": an Interface for Real-Time manipulation of Expressive Music Performance (2005) (18)
An Experimental Analysis of the Entanglement Problem in Neural-Network-based Music Transcription Systems (2017) (18)
The Importance of Song Context in Music Playlists (2017) (18)
Receptive-field-regularized CNN variants for acoustic scene classification (2019) (18)
Adaptive distance normalization for real-time music tracking (2012) (17)
Classical Music on the Web - User Interfaces and Data Representations (2015) (17)
Expressive Performance Rendering with Probabilistic Models (2013) (17)
A Complexity-based Approach to Melody Track Identification in MIDI Files ? (2007) (17)
CP-JKU SUBMISSIONS TO DCASE ’ 19 : ACOUSTIC SCENE CLASSIFICATION AND AUDIO TAGGING WITH RECEPTIVE-FIELD-REGULARIZED CNNS Technical Report (2019) (17)
A SIMPLE AND EFFECTIVE SPECTRAL FEATURE FOR SPEECH DETECTION IN MIXED AUDIO SIGNALS (2012) (16)
Anomalous Sound Detection as a Simple Binary Classification Problem with Careful Selection of Proxy Outlier Examples (2020) (16)
Melodic Clustering: Motivic Analysis of Schumann’s Träumerei (2000) (16)
Getting Closer to the Essence of Music (2016) (16)
Probabilistic Extraction of Beat Positions from a Beat Activation Function (2014) (16)
From Sound to ‘ Sense ’ via Feature Extraction and Machine Learning : Deriving High-Level Descriptors for Characterising Music (2005) (16)
Order, context and popularity bias in next-song recommendations (2019) (16)
Towards an Automatically Generated Music Information System Via Web Content Mining (2008) (16)
Emotion and Theme Recognition in Music with Frequency-Aware RF-Regularized CNNs (2019) (15)
Who Is Who in the End? Recognizing Pianists by Their Final Ritardandi (2009) (15)
Score Following as a Multi-Modal Reinforcement Learning Problem (2019) (15)
Exploring Pianist Performance Styles with Evolutionary String Matching (2006) (15)
CP-JKU SUBMISSIONS TO DCASE’20: LOW-COMPLEXITY CROSS-DEVICE ACOUSTIC SCENE CLASSIFICATION WITH RF-REGULARIZED CNNS Technical Report (2020) (15)
Learning to Play Like the Great Pianists (2005) (15)
Landmark-Based Audio Fingerprinting for DJ Mix Monitoring (2016) (15)
Browsing Music Recommendation Networks (2009) (15)
Studying a creative act with computers: Music performance studies with automated discovery methods (2005) (15)
On the limitations of browsing top-N recommender systems (2009) (14)
Enhanced peak picking for onset detection with recurrent neural networks (2013) (14)
Automatic Recognition of Famous Artists by Machine (2004) (14)
Human Preferences of Tempo Smoothness. (2001) (14)
Case-Based Relational Learning of Expressive Phrasing in Classical Music (2004) (14)
Improving tempo-sensitive and tempo-robust descriptors for rhythmic similarity (2011) (14)
Cross-Version Singing Voice Detection in Classical Opera Recordings (2015) (14)
Towards Interpretable Polyphonic Transcription with Invertible Neural Networks (2019) (14)
Searching for Patterns in Political Event Sequences: Experiments with the Keds Database (2000) (13)
Quad-Based Audio Fingerprinting Robust to Time and Frequency Scaling (2014) (13)
Mirage - High-Performance Music Similarity Computation and Automatic Playlist Generation (2007) (13)
Searching for Music Using Natural Language Queries and Relevance Feedback (2007) (13)
The Synergy of Music Theory and Al: Learning Multi-Level Expressive Interpretation (1994) (13)
Interactive Poster: Using CoMIRVA for Visualizing Similarities Between Music Artists (2005) (13)
audioLIME: Listenable Explanations Using Source Separation (2020) (13)
A hybrid approach to music playlist continuation based on playlist-song membership (2018) (12)
One-touch access to music on mobile devices (2007) (12)
Exploiting Parallel Audio Recordings to Enforce Device Invariance in CNN-based Acoustic Scene Classification (2019) (12)
Towards Automatic Retrieval of Album Covers (2006) (12)
The Musical Expression Project: A Challenge for Machine Learning and Knowledge Discovery (2001) (12)
A clustering algorithm for melodic analysis (1999) (12)
Investigating Web-Based Approaches to Revealing Prototypical Music Artists in Genre Taxonomies (2007) (12)
Learning to Read and Follow Music in Complete Score Sheet Images (2020) (12)
Using Geometric Symbolic Fingerprinting to Discover Distinctive Patterns in Polyphonic Music Corpora (2016) (12)
Iterative knowledge distillation in R-CNNs for weakly-labeled semi-supervised sound event detection (2018) (12)
Relative Unsupervised Discretization for Regresseion Problems (2000) (12)
Learning Transposition-Invariant Interval Features from Symbolic Music and Audio (2018) (12)
Music complexity measures predicting the listening experience (2006) (11)
Intelligent structuring and exploration of digital music collections (2005) (11)
Independent Component Analysis for Music Similarity Computation (2006) (11)
Automatically Detecting Members and Instrumentation of Music Bands Via Web Content Mining (2007) (11)
A Study of Annotation and Alignment Accuracy for Performance Comparison in Complex Orchestral Music (2019) (11)
On the Potential of Machine Learning for Music Research (2000) (11)
The Importance of Song Context and Song Order in Automated Music Playlist Generation (2018) (11)
Unobtrusive practice tools for pianists (2006) (10)
Islands of Gaussians: The Self Organizing Map and Gaussian Music Similarity Features (2010) (10)
chapter 7 on the use of computational methods for expressive music Performance (2009) (10)
Maintaining skill across the life span: Magaloff's entire Chopin at age 77 (2009) (9)
Improving Prototypical Artist Detection by Penalizing Exorbitant Popularity (2005) (9)
A Predictive Model for Music based on Learned Interval Representations (2018) (9)
Inductive Learning of General and Robust Local Expression Principles (2001) (9)
A Large-Scale Study of Language Models for Chord Prediction (2018) (9)
ACOUSTIC SCENE CLASSIFICATION WITH REJECT OPTION BASED ON RESNETS (2019) (9)
Monaural Blind Source Separation in the Context of Vocal Detection (2015) (9)
Live Score Following on Sheet Music Images (2016) (9)
Modeling Harmony with Skip-Grams (2017) (9)
Low-Complexity Models for Acoustic Scene Classification Based on Receptive Field Regularization and Frequency Damping (2020) (9)
Three web-based heuristics to determine a person's or institution's country of origin (2010) (8)
On the Potential of Fully Convolutional Neural Networks for Musical Symbol Detection (2017) (8)
Representation and discovery of feature set patterns in music (2007) (8)
Beneath (or beyond) the surface: Discovering voice-leading patterns with skip-grams (2020) (8)
Browsing the Web Using Stacked Three-Dimensional Sunbursts to Visualize Term Co-Occurrences and Multimedia Content (2007) (8)
Likelihood Estimation for Generative Adversarial Networks (2017) (8)
Towards a Simple Clustering Criterion Based on Minimum Length Encoding (2002) (8)
Tracking rests and Tempo changes: Improved Score following with Particle filters (2013) (8)
Probabilistic Generative Adversarial Networks (2017) (8)
A Convolutional Approach to Melody Line Identification in Symbolic Scores (2019) (8)
Learning Expression at Multiple Structural Levels (1994) (8)
Web-Based Detection of Music Band Members and Line-Up (2007) (8)
Towards End-to-End Audio-Sheet-Music Retrieval (2016) (8)
The ACCompanion v0.1: An Expressive Accompaniment System (2017) (8)
The Vowel Worm : Real-time Mapping and Visualisation of Sung Vowels in Music (2011) (8)
Evolutionary Search for Musical Parallelism (2005) (7)
Two-level Explanations in Music Emotion Recognition (2019) (7)
Exploring Similarities in Music Performances with an Evolutionary Algorithm (2005) (7)
Proceedings of the 9th European Conference on Machine Learning (1997) (7)
Machine Learning Approaches to Hybrid Music Recommender Systems (2018) (7)
Improving voice activity detection in movies (2015) (7)
Learning Transformations of Musical Material using Gated Autoencoders (2017) (7)
Automatically Describing Music on a Map (2006) (7)
On-line Metalearning in Changing Contexts: METAL(B) and METAL(IB) (1996) (7)
Towards multi-instrument drum transcription (2018) (6)
Sound/tracks: real-time synaesthetic sonification and visualisation of passing landscapes (2008) (6)
Unsupervised learning and refinement of rhythmic patterns for beat and downbeat tracking (2014) (6)
NOVELTY DETECTION FOR SPECTRAL SIMILARITY OF SONGS (2005) (6)
ÖGAI Journal 24 / 1 Automatic Classification of Musical Artists based on Web-Data (2005) (6)
Expressive Performance Rendering with Probabilistic Model (2012) (6)
Towards Explaining Expressive Qualities in Piano Recordings: Transfer of Explanatory Features Via Acoustic Domain Adaptation (2021) (6)
EVALUATION OF TERM UTILITY FUNCTIONS FOR VERY SHORT MULTIDOCUMENT SUMMARIES (2006) (6)
Investigations of Between-Hand Synchronization in Magaloff's Chopin (2010) (6)
Toward a multilevel model of expressive piano performance (2011) (6)
On the Importance of "Real" Audio Data for MIR Algorithm Evaluation at the Note-Level - A Comparative Study (2011) (6)
Automatic Reduction of MIDI Files Preserving Relevant Musical Content (2008) (6)
Toward Computer-Assisted Understanding of Dynamics in Symphonic Music (2016) (6)
Learning Soft-Attention Models for Tempo-invariant Audio-Sheet Music Retrieval (2019) (6)
The Piano Music Companion (2014) (6)
On End-to-End White-Box Adversarial Attacks in Music Information Retrieval (2021) (6)
LEMONS: Listenable Explanations for Music recOmmeNder Systems (2021) (6)
Towards a Complete Classical Music Companion (2012) (6)
Adaptive Personalization : A Multi-Dimensional Approach to Boosting a Large Scale Mobile Music Portal (2005) (5)
Multitask Learning for Polyphonic Piano Transcription, a Case Study (2019) (5)
Deep Within-Class Covariance Analysis for Robust Audio Representation Learning (2017) (5)
Towards Reliable Real-time Opera Tracking: Combining Alignment with Audio Event Detectors to Increase Robustness (2020) (5)
A HIGH-LEVEL AUDIO FEATURE FOR MUSIC RETRIEVAL AND SORTING (2010) (5)
On Data Augmentation and Adversarial Risk: An Empirical Analysis (2020) (5)
Guest editorial: Machine learning in and for music (2006) (5)
What Is It That Makes It a Horowitz? Empirical Musicology via Machine Learning (1996) (5)
Applications of Machine Learning to Music Research: Empirical Investigations into the Phenomenon of (1997) (5)
Analysis and prediction of expressive dynamics using Bayesian linear models (2014) (5)
The importance of basic musical knowledge for effective learning (1992) (5)
Evidence for Pianist-specific Rubato Style in Chopin Nocturnes (2010) (5)
Segmenting the Banking Market Strategy by Clustering (2012) (4)
The Kinematic Rubato Model as a Means of Studying Final Ritards across Pieces and Pianists (2009) (4)
Towards Musically Meaningful Explanations Using Source Separation (2020) (4)
Using Plausible Explanations to Bias Empirical Generalizations in Weak Theory Domains (1991) (4)
Transformation-Based Regression (2002) (4)
Receptive-Field Regularized CNNs for Music Classification and Tagging (2020) (4)
THE MAGALOFF CORPUS: AN EMPIRICAL ERROR STUDY (2010) (4)
On the Veracity of Local, Model-agnostic Explanations in Audio Classification: Targeted Investigations with Adversarial Examples (2021) (4)
Audio-Conditioned U-Net for Position Estimation in Full Sheet Images (2019) (4)
Streamcatcher: Integrated Visualization of Music Clips and Online Audio Streams (2008) (4)
Multi-modal Conditional Bounding Box Regression for Music Score Following (2021) (4)
Automatic Audio Defect Detection (2010) (4)
Addressing the Recitative Problem in Real-time Opera Tracking (2020) (4)
Meaningfully Browsing Music Services (2007) (4)
TOWARDS PHRASE STRUCTURE RECONSTRUCTION FROM EXPRESSIVE PERFORMANCE DATA (2007) (4)
Investigating Label Noise Sensitivity of Convolutional Neural Networks for Fine Grained Audio Signal Labelling (2018) (3)
Tempo- and Transposition-invariant Identification of Piece and Score Position (2014) (3)
Noise Robust Music Artist Recognition Using I-Vector Features (2016) (3)
MIREX SUBMISSIONS FOR CHORD RECOGNITION AND KEY ESTIMATION 2017 (2017) (3)
MIREX 2012 AUDIO BEAT TRACKING EVALUATION: BEAT.E (2012) (3)
Combining AI Techniques to Perform Expressive Music by Imitation (2000) (3)
Partitura: A Python Package for Symbolic Music Processing (2022) (3)
BAYESIAN LINEAR BASIS MODELS WITH GAUSSIAN PRIORS FOR MUSICAL EXPRESSION (2015) (3)
DeepSNP: An End-to-End Deep Neural Network with Attention-Based Localization for Breakpoint Detection in Single-Nucleotide Polymorphism Array Genomic Data (2019) (3)
Tracing Back Music Emotion Predictions to Sound Sources and Intuitive Perceptual Qualities (2021) (3)
Automatic Chord Recognition with Higher-Order Harmonic Language Modelling (2018) (3)
Machine learning : ECML-97 : 9th European Conference on Machine Learning, Prague, Czech Republic, April 23-25, 1997 : proceedings (1997) (3)
On the Characterization of Expressive Performance in Classical Music: First Results of the Con Espressione Game (2020) (3)
Supervised and Unsupervised Web Document Filtering Techniques to Improve Text-Based Music Retrieval (2010) (3)
Automatic estimation of harmonic tension by distributed representation of chords (2017) (3)
MIREX SUBMISSION FOR DRUM TRANSCRIPTION 2017 (2017) (2)
Efficient Large-scale Audio Tagging via Transformer-to-CNN Knowledge Distillation (2022) (2)
The Usefulness of Qualitative Theories of Musical Perception (1990) (2)
What were you expecting? Using Expectancy Features to Predict Expressive Performances of Classical Piano Music (2017) (2)
INFORMED SELECTION OF FRAMES FOR MUSIC SIMILARITY COMPUTATION (2009) (2)
Evaluating Language Models of Tonal Harmony (2018) (2)
Sound/tracks: artistic real-time sonification of train journeys (2012) (2)
Cadence Detection in Symbolic Classical Music using Graph Neural Networks (2022) (2)
Adapting to Drift in Continuous DomainsMiroslav KUBATInstitute for Systems Sciences (1995) (2)
Intuitive visualization of gestures in expressive timing : A case study on the final ritard (2008) (2)
Modeling Majorness as a Perceptual Property in Music from Listener Ratings (2018) (2)
A method to determine the contribution of annotated performance directives in music performances (2011) (2)
On-Line Audio-to-Lyrics Alignment Based on a Reference Performance (2021) (2)
Attention as a Perspective for Learning Tempo-invariant Audio Queries (2018) (2)
Phase-plane visualizations of gestural structure in expressive timing (2008) (2)
Guest Editorial: Machine learning in and for music (2006) (2)
Experimentally Investigating the Use of Score Features for Computational Models of Expressive Timing (2008) (2)
Toward a model of performance errors : A qualitative review of Magaloff ’ s Chopin (2011) (2)
COMPUTATIONAL INVESTIGATIONS INTO BETWEEN-HAND SYNCHRONIZATION IN PIANO PLAYING: MAGALOFF'S COMPLETE CHOPIN (2009) (2)
Probabilistic Modelling of Signal Mixtures with Differentiable Dictionaries (2021) (2)
The match file format: Encoding Alignments between Scores and Performances (2022) (2)
Differentiable Dictionary Search: Integrating Linear Mixing with Deep Non-Linear Modelling for Audio Source Separation (2022) (1)
The Machine Learning and Intelligent Music Processing Group at the Austrian Research Institute for Artificial Intelligence (öFAI), Vienna (2005) (1)
Handling Structural Mismatches in Real-time Opera Tracking (2021) (1)
STRATEGIES TOWARDS THE AUTOMATIC ANNOTATION OF CLASSICAL PIANO MUSIC (2010) (1)
Piece Identification in Classical Piano Music Without Reference Scores (2017) (1)
Constructing adversarial examples to investigate the plausibility of explanations in deep audio and image classifiers (2022) (1)
An Approach to Automatically Tracking Music Preference on Mobile Players (2008) (1)
Nonlinear Denoising, Linear Demixing (2021) (1)
Deep SNP: An End-to-end Deep Neural Network with Attention-based Localization for Break-point Detection in SNP Array Genomic data (2018) (1)
Learning General Audio Representations with Large-Scale Training of Patchout Audio Transformers (2022) (1)
User Curated Shaping of Expressive Performances (2019) (1)
An evaluation of linear and non-linear models of expressive dynamics in classical piano and symphonic music (2017) (1)
Defending a Music Recommender Against Hubness-Based Adversarial Attacks (2022) (1)
On Perceived Emotion in Expressive Piano Performance: Further Experimental Evidence for the Relevance of Mid-level Perceptual Features (2021) (1)
Sound/tracks: real-time synaesthetic sonification of train journeys (2008) (1)
Extracting Patterns from Brazilian Guitar Accompaniment Data (2006) (1)
FLEXIBLE SCORE FOLLOWING: THE PIANO MUSIC COMPANION AND BEYOND (2015) (1)
Feature-combination hybrid recommender systems for automated music playlist continuation (2019) (1)
Exploring Music Collections in Virtual (2007) (0)
Collaborative and Cooperative Environments (2008) (0)
Musical Voice Separation as Link Prediction: Modeling a Musical Perception Task as a Multi-Trajectory Tracking Problem (2023) (0)
Differentiable Short-Term Models for Efficient Online Learning and Prediction in Monophonic Music (2022) (0)
T RACING B ACK M USIC E MOTION P REDICTIONS TO S OUND S OURCES AND I NTUITIVE P ERCEPTUAL Q UALITIES (0)
Refined Spectral Template Models for Score Following (2013) (0)
EVALUATINGLOW-LEVEL FEATURESFOR BEAT CLASSIFICATIONAND TRACKING (2007) (0)
Learning Musical Relations using Gated Autoencoders (2017) (0)
Improving Natural-Language-Based Audio Retrieval with Transfer Learning and Audio & Text Augmentations (2022) (0)
Extracting Patterns from Guitar Accompaniment Data: Some Experimental Results (2005) (0)
Con Espressione! AI, Machine Learning, and Musical Expressivity (2021) (0)
Edinburgh Explorer A clustering algorithm for melodic analysis (1999) (0)
Proceedings of the Diderot'99 Forum on Mathematics and Music (1999) (0)
DIPLOMARBEIT An Explorative , Hierarchical User Interface to Structured Music Repositories ausgeführt am (2003) (0)
D3.4.1 Music Similarity Report (2005) (0)
Interactive Visualization of Expressive Piano Performance List of Figures (2005) (0)
IEEE International Workshop on Advances in Music Information Research (AdMIRe-2009) (2009) (0)
Low-Complexity Audio Embedding Extractors (2023) (0)
Dealing with Music in Intelligent Ways (2009) (0)
The Impact of Label Noise on a Music Tagger (2020) (0)
AdMIRe: International Workshop on Advances in Music Information Research 2009 (2009) (0)
Knowledge Distillation from Transformers for Low-Complexity Acoustic Scene Classification (2022) (0)
Decoding and Visualising Intended Emotion in an Expressive Piano Performance (2023) (0)
Exploiting Temporal Dependencies for Cross-modal Music Piece Identification (2021) (0)
Mixture Density Generative Adversarial Networks Supplementary Material (2019) (0)
Learning to Transcribe by Ear (2018) (0)
Over-Parameterization and Generalization in Audio Classification (2021) (0)
End-to-end cross-modality retrieval with CCA projections and pairwise ranking loss (2018) (0)
Report on the ECAI workshop on artificial intelligence and music, held during the 9th European conference on artificial intelligence (ECAI‐90), Stockholm, Sweden, August 6–10, 1990 (1990) (0)
Why Computers Need to Learn About Music (2005) (0)
The ACCompanion: Combining Reactivity, Robustness, and Musical Expressivity in an Automatic Piano Accompanist (2023) (0)
Sound/tracks: artistic real-time sonification of train journeys (2012) (0)
Machine learning: ECML-97. Lecture Notes in AI 1224 (1997) (0)
BUILDINGANINTERACTIVENEXT-GENERATIONARTISTRECOMMENDER BASEDONAUTOMATICALLYDERIVEDHIGH-LEVELCONCEPTS (2007) (0)
Real-Time Music Following in Score Sheet Images via Multi-Resolution Prediction (2021) (0)
Version Detection For Historical Musical Automata (2011) (0)
Guest Editors'Introduction (2004) (0)
Learning Interval Representations from Polyphonic Music Sequences (2018) (0)
Improving Real-time Score Following in Opera by Combining Music with Lyrics Tracking (2021) (0)
MIREX 2012 AUDIO AUDIO TEMPO ESTIMATION EVALUATION: TEMPOKREB (2012) (0)
A Tight Integration of Deductive Learning (1989) (0)
Deep Within-Class Covariance Analysis for Acoustic Scene Classification (2017) (0)
Psychological constraints on string-based methods for pattern discovery in polyphonic corpora (2018) (0)
Concept-Based Techniques for "Musicologist-friendly" Explanations in a Deep Music Classifier (2022) (0)
Improved Zero-Shot Audio Tagging & Classification with Patchout Spectrogram Transformers (2022) (0)
Fully Automatic Page Turning on Real Scores (2021) (0)
A fast audio similarity retrieval method for millions of music tracks (2010) (0)
Differentiable Canonical Correlation Analysis (2017) (0)
Order, context and popularity bias in next-song recommendations (2019) (0)
Pattern found by FlExPat (2005) (0)
Density-Based Centroid Approximationfor Initializing Iterative Clustering (2002) (0)
CAUSAL CONTEXTUAL REINFORCEMENT LEARNING (2021) (0)
Plausible Explanations and Instance–Based Learning in Mixed Symbolic/Numeric Domains (2007) (0)
CP-JKU SUBMISSION TO DCASE22: DISTILLING KNOWLEDGE FOR LOW-COMPLEXITY CONVOLUTIONAL NEURAL NETWORKS FROM A PATCHOUT AUDIO TRANSFORMER Technical Report (2022) (0)

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